Dynatrace

JULY 6, 2022

And what are the best strategies to reduce manual labor so your team can focus on more mission-critical issues? While automating IT practices can save administrators a lot of time, without AIOps, the system is only as intelligent as the humans who program it. Creating a sound IT automation strategy. So, what is IT automation?

Artificial Intelligence 193

Artificial Intelligence Tuning Strategy Big Data 193

Scalegrid

JANUARY 11, 2024

This article strips away the complexities, walking you through best practices, top tools, and strategies you’ll need for a well-defended cloud infrastructure. There is a wide selection of advanced solutions available for cloud monitoring, including various choices for ensuring top-notch security in your organization’s systems.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Dynatrace

DECEMBER 18, 2023

For busy site reliability engineers, ensuring system reliability, scalability, and overall health is an imperative that’s getting harder to achieve in ever-expanding, cloud-native, container-based environments. As part of our observability engineering strategy, we want that data as well and to make sure it gets sent to Dynatrace.

Metrics 182

Metrics Engineering Energy Tuning 182

Dynatrace

APRIL 5, 2024

For instance, consider how fine-tuned failure rate detection can provide insights for comprehensive understanding. Please refer to How to fine-tune failure detection (dynatrace.com) for further information. Every problem identified through Dynatrace Davis® AI indicates an issue with potential user impact.

Efficiency 230

Efficiency Traffic Tuning Metrics 230

The Netflix TechBlog

NOVEMBER 11, 2022

We present a systematic overview of the unexpected streaming behaviors together with a set of model-based and data-driven anomaly detection strategies to identify them. Streaming Platforms Commercial streaming platforms shown in Figure 1 mainly rely on Digital Rights Management (DRM) systems.

C++ 312

C++ Metrics Tuning Strategy 312

Percona

DECEMBER 27, 2023

According to a 2023 Forrester survey commissioned by Hashicorp , 61% of respondents had implemented, were expanding, or were upgrading their multi-cloud strategy. Nearly every vendor at Kubecon and every person we spoke to had some form of a multi-cloud requirement or strategy. We expect that number to rise higher in 2024.

Cloud 79

Cloud Open Source Strategy Best Practices 79

The Netflix TechBlog

NOVEMBER 9, 2021

The Encoding Technologies team took a first stab at this problem by fine-tuning the encoding recipe. Encoding Technologies teamed up with Performance Engineering to analyze the CPU usage pattern of AV1 encoding and based on our findings, Performance Engineering recommended an improved CPU scheduling strategy. Stay tuned!

Media 246

Media Open Source Efficiency Software Engineering 246

Percona

AUGUST 10, 2018

In fact, you should not set it to OFF in a production system unless you are 100% sure about what you are doing and its implications. This may help tune your table level autovacuum settings appropriately. Tuning Autovacuum in PostgreSQL. How do we identify the tables that need their autovacuum settings tuned ? .

Tuning 44

Tuning Cache Database Storage 44

Percona

NOVEMBER 2, 2023

MongoDB is a dynamic database system continually evolving to deliver optimized performance, robust security, and limitless scalability. Improved performance : MongoDB continually fine-tunes its database engine, resulting in faster query execution and reduced latency. Ready to supercharge your MongoDB experience?

Best Practices 87

Best Practices Hardware Tuning Scalability 87

Dynatrace

AUGUST 16, 2021

Below is an example workflow from this repo for a basic deployment strategy: The GitHub workflow first sets the Azure cluster credentials using the set context Action. To help answer these questions, Dynatrace uses built-in version detection strategies to support different technology standards for versioning.

Software 246

Software Software Open Source Azure 246

Dynatrace

JULY 23, 2020

Of course, we could define a static threshold for each disk within the IT system. The number of signal fluctuations and the sliding evaluation window for alerting allow you to further fine-tune alerting sensitivity. Auto-adaptive baselines are a great monitoring strategy for triggering the Davis AI to provide deep root-cause analysis.

Metrics 215

Metrics Innovation Strategy Monitoring 215

Scalegrid

JANUARY 25, 2024

These essential data points heavily influence both stability and efficiency within the system. It’s important to note that recommended throughput levels may vary depending on factors such as operating system type, network bandwidth availability, and hardware quality. It could also indicate a potential issue, say, an expensive query.

Metrics 130

Metrics Monitoring Latency Cache 130

The Netflix TechBlog

OCTOBER 19, 2020

which is difficult when troubleshooting distributed systems. Troubleshooting a session in Edgar When we started building Edgar four years ago, there were very few open-source distributed tracing systems that satisfied our needs. Investigating a video streaming failure consists of inspecting all aspects of a member account.

Infrastructure 233

Infrastructure Transportation Storage Open Source 233

Percona

NOVEMBER 3, 2023

Have you tuned your environment? To achieve this, a substantial commitment is necessary from your team to master effective testing strategies. System downtime Incorrect migration can lead to prolonged system downtimes, affecting your business operations. What’s your plan to mitigate or minimize downtime?

Database 83

Database Open Source Benchmarking Strategy 83

Particular Software

JUNE 20, 2022

The key to a successful Cosmos DB system is its data partitioning strategy. Like the rows of shrubs in a hedge maze, the logical partitions that divide data must be carefully planned, because that affects the scalability of the system and defines the boundaries for logical transactions. In version 1.1

Azure 52

Azure Storage Strategy Tuning 52

Dynatrace

JANUARY 13, 2021

Combining the power of automation with version-controlled configurations lands us at GitOps – you describe the configuration of your system as a set of files that you process and apply in an environment. They allow us to easily create a primary key of a configuration that is unique in the system. Identifiers are great!

Open Source 140

Open Source Code Monitoring Azure 140

Edge Perspectives

AUGUST 5, 2019

But to really scale learning, we’re going to need to adopt a very different approach to strategy – the “zoom out, zoom in” approach. It will require leaders to overcome the resistance of the immune system and antibodies that exist in all large institutions. That’s why I’ve become a big proponent of an alternative approach to strategy.

Strategy 17

Strategy Scalability Efficiency Programming 17

The Netflix TechBlog

JUNE 13, 2023

This is where large-scale system migrations come into play. By tracking metrics only at the level of service being updated, we might miss capturing deviations in broader end-to-end system functionality. Canaries and sticky canaries are valuable tools in the system migration process.

Traffic 279

Traffic Metrics Systems Strategy 279

The Morning Paper

JUNE 2, 2019

Developing machine learning models is no different from developing traditional software, in the sense that it is also a full life cycle involving design, implementation, tuning, testing, and deployment. The challenge of this strategy is the practicality associated with the label complexity (i.e., SysML’19.

C++ 60

C++ Strategy Testing Tuning 60

Percona

FEBRUARY 24, 2023

So, you have dozens of teams with hundreds of engineers who are responsible for ensuring high availability and reliability, including employing fault-tolerant systems, and implementing rigorous testing and monitoring procedures. As a first task, Vanessa plans an access control roll-out strategy.

Metrics 106

Metrics Monitoring Database Engineering 106

Strategic Tech

FEBRUARY 15, 2023

This article was co-authored by Eduardo da Silva and Nick Tune based on our individual and collective experiences. For example, security concerns and unreliability becoming commonplace, like the recent Southwest Airlines scheduling crisis caused by a decades-old scheduling system. Learning, upskilling, and patience was necessary.

Architecture 97

Architecture Innovation Airlines Technology 97

Scalegrid

OCTOBER 7, 2019

As this open source database continues to pull new users from expensive commercial database management systems like Oracle, DB2 and SQL Server, organizations are adopting new approaches and evolving their own to maintain the exceptional performance of their SQL deployments. Most Popular PostgreSQL VACUUM Strategies.

Strategy 182

Strategy Cloud Java Open Source 182

Percona

DECEMBER 11, 2023

There are a wealth of options on how you can approach storage configuration in Percona Operator for PostgreSQL , and in this blog post, we review various storage strategies — from basics to more sophisticated use cases. For example, you can choose the public cloud storage type – gp3, io2, etc, or set file system.

Storage 103

Storage Strategy Cloud Azure 103

Dynatrace

APRIL 17, 2024

Mainframe is a strong choice for hybrid cloud, but it brings observability challenges IBM Z is a mainframe computing platform chosen by many organizations with a hybrid cloud strategy because of its security, resiliency, performance, scalability, and sustainability. You can now install OneAgent on Linux with s390 architecture.

Operating System 210

Operating System Energy Infrastructure Architecture 210

The Netflix TechBlog

JUNE 14, 2023

The three strategies we will discuss today are AB Testing , Replay Testing, and Sticky Canaries. Let’s discuss the three testing strategies in further detail. The AB experiment results hinted that GraphQL’s correctness was not up to par with the legacy system. To launch Phase 2 safely, we used Replay Testing and Sticky Canaries.

Traffic 353

Traffic Latency Cache Metrics 353

Smashing Magazine

MARCH 19, 2021

Architecting Design Systems. Make Design Systems People Want to Use. Smashing Podcast: Tune In And Get Inspired. What Is A Government Design System? Strategies For Migrating To TypeScript. UX, Design. April 8–16. Nathan Curtis & Kevin Powell. Workflow & Code. April 20 – May 5. Web Performance.

Mobile 141

Mobile Design Cache Code 141

Percona

JULY 2, 2023

In this post, we cover the methods used to achieve an enterprise-grade backup strategy for the PostgreSQL cluster. In setting up our demonstration system, we use pg_basebackup and continuous archiving. They also ensure that backup strategies adhere to industry and legal compliance requirements.

Strategy 52

Strategy Database Storage Open Source 52

Smashing Magazine

JANUARY 7, 2022

One major advantage of having a crew of this type is that you can have a shared strategy and work together toward a “north star” that meets internal and external needs — through ideation, analysis and collaboration. Fortunately, we anticipated some of this with the design system we established so we had a game plan we could leverage.

Design 94

Design Logistics Strategy Benchmarking 94

Dynatrace

OCTOBER 2, 2023

However, the distributed system of a microservices architecture comes with its own cost: increased application complexity and convoluted testing. In fact, it can be difficult to make code changes that won’t disrupt the entire system. Migration is time-consuming and involved.

Architecture 236

Architecture Artificial Intelligence Cloud Open Source 236

Percona

OCTOBER 18, 2023

Strategy: Choosing your path Having a strategy for your migration will make the move to open source go that much smoother. Your approach should align with your goals, abilities, and organizational requirements, and there are some common migration strategies for you to consider as you move forward.

Open Source 92

Open Source Database Hardware Strategy 92

KeyCDN

SEPTEMBER 20, 2018

Let’s take a look at some of the best error monitoring tools and strategies for 2018. Not all back-end errors affect the user experience, but keeping track of them can prove helpful when tuning your app. A comprehensive bug testing strategy should incorporate them all: 1. What is Error Tracking?

Strategy 67

Strategy Monitoring Website Google 67

The Morning Paper

JUNE 27, 2019

Machine learning systems are stuck in a rut Barham & Isard, HotOS’19. In this paper we argue that systems for numerical computing are stuck in a local basin of performance and programmability. That said, after around 17 minutes Tensor Comprehensions does find a solution that outperforms a hand-tuned CUDA solution.

Systems 87

Systems Tuning Programming Innovation 87

Rigor

SEPTEMBER 11, 2019

Rachel is also one of the people behind Perch , a PHP content management system (CMS). She works directly with organizations to build clear and coherent products and design systems. He has a keen interest in web technologies, performance tuning, security, and the practical use of technology. Doug Sillars. Doug Sillars.

Performance 89

Performance Education Google Website 89

Dynatrace

JANUARY 26, 2021

This includes custom, built-in-house apps designed for a single, specific purpose, API-driven connections that bridge the gap between legacy systems and new services, and innovative apps that leverage open-source code to streamline processes. Development teams create and iterate on new software applications.

DevOps 273

DevOps Best Practices Open Source Tuning 273

Percona

DECEMBER 6, 2023

Additional read Mike’s blog on How to Find and Tune a Slow SQL Query Q: What is your disaster recovery (DR) strategy? Hmm, a replica seems like a straightforward response, but it is not a comprehensive disaster recovery strategy. A: We have a replica under our primary database. A: Well, it is our delayed disaster recovery.

Strategy 77

Strategy Database Best Practices Tuning 77

Abhishek Tiwari

JULY 12, 2018

In a nutshell, a data pipeline is a distributed system. If tuned for performance, there is a good change reliability is compromised - and vice versa. Moreover, identifying the scopes and scale for functional testing of a data pipeline is another area where there is hardly many well-documented strategies or best-practices.

Latency 63

Latency Analytics Scalability Engineering 63

The Netflix TechBlog

AUGUST 17, 2023

The complexity of these factors makes it difficult to determine the best creative strategy for upcoming titles. For many teams and titles, Stills are essential to Netflix’s promotional asset strategy. Each algorithm needed a process of evaluation and tuning to get great results in AVA Discovery View.

Media 169

Media Scalability Architecture Strategy 169